Detecting image differences based on reference EMD-filters
Lebedev M.A., Rubis A.Yu., Vizilter Yu.V., Vygolov O.V.

Federal State Unitary Enterprise “State Research Institute of Aviation Systems” (FGUP “GosNIIAS”), Moscow, Russia

Abstract:
In our previous works dealing with detecting differences in images in the case of substantial variations in brightness and geometry of an object, we proposed a morphological scheme for image analysis based on diffusion and reference mosaic filters. The filters were defined through the heat kernels of the similarity of image fragments. In this paper, we propose an implementation of this morphological scheme using original reference Earth mover's distance (EMD) filters, in which the optimal matrices of the mutual similarity of mosaic forms are calculated through a linear programming method.

Keywords:
mathematical morphology, image matching, diffusion maps.

Citation:
Lebedev MA, Rubis AYu, Vizilter YuV, Vygolov OV. Detecting image differences based on reference EMD-filters. Computer Optics 2018; 42(2): 291-296. DOI: 10.18287/2412-6179-2018-42-2-291-296.

References:

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